Performance attribution of machine learning methods for stock returns prediction

Author:

Daul StéphaneORCID,Jaisson Thibault,Nagy Alexandra

Publisher

Elsevier BV

Subject

Applied Mathematics,Computer Science Applications,Economics and Econometrics,Finance,Business, Management and Accounting (miscellaneous),Statistics and Probability

Reference13 articles.

1. Machine learning for stock selection;Rasekhschaffe;Financ Anal J,2019

2. Empirical asset pricing via machine learning;Gu;Rev Financ Stud,2020

3. Alpha Go Everywhere: Machine Learning and International Stock Returns;Choi,2022

4. The promises and pitfalls of machine learning for predicting stock returns;Leung;J Financial Data Sci,2020

5. Investable and interpretable machine learning for equities;Li;The Journal of Financial Data Science,2022

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2. Asset allocation using a Markov process of clustered efficient frontier coefficients states;The Journal of Finance and Data Science;2023-11

3. Interactions in Asset Pricing;SSRN Electronic Journal;2023

4. Prediction of Indian government stakeholder oil stock prices using hyper parameterized LSTM models;2022 International Conference on Intelligent Controller and Computing for Smart Power (ICICCSP);2022-07-21

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